Validation of a deep learning system for the detection of diabetic retinopathy in Indigenous Australians.

Mark A ChiaFred HerschRory SayresPinal BavishiRicha TiwariPearse Andrew Keane Angus Warwick Turner

Published in: The British journal of ophthalmology (2023)

The DLS showed improved sensitivity and similar specificity compared with a retina specialist for DR detection. This demonstrates its potential to support DR screening among Indigenous Australians, an underserved population with a high burden of diabetic eye disease.

Keyphrases

diabetic retinopathy
deep learning
optical coherence tomography
loop mediated isothermal amplification
label free
real time pcr
editorial comment
type diabetes
machine learning
artificial intelligence
risk factors
wound healing